Key Skills

Software

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Top Subject Matter

Legal Services & Contract Review

Regulatory Compliance & Risk Analysis

Legal Research & Document Analysis

Top Data Types

Text

Document

Top Task Types

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Freelancer Overview

I have hands-on experience working with structured and unstructured data in a way that closely aligns with AI training and data labeling workflows. In my roles as a lead generation specialist and marketing automation operator, I consistently handled large datasets involving prospect lists, customer interactions, and campaign performance data. I cleaned, segmented, and enriched data using tools like n8n, Make.com, Apollo, and LinkedIn automation platforms, ensuring accuracy and usability for downstream tasks such as targeting, personalization, and conversion tracking. This process required strong attention to detail, pattern recognition, and consistency—core principles in data labeling and dataset preparation for AI systems. Additionally, my experience in SEO, content writing, and email marketing involved categorizing user intent, tagging content, and structuring messaging based on behavioral patterns (e.g., buyer intent, engagement signals, and response classification). I have also worked with customer interaction data—such as email replies and LinkedIn conversations—where I implicitly performed labeling tasks like intent classification (interested, not interested, follow-up) and lead qualification. Combined with my background in research, behavioral analysis, and automation, I bring a practical, systems-level understanding of how high-quality, well-structured data drives performance in both marketing systems and AI models

Labeling Experience

Education

Work History